templates: memory chatbot and vector rag notes (#8788)
* fix-note * remove-oss-language-in-note
This commit is contained in:
Mendon Kissling
GitHub
parent
2ae66976f3
commit
fd685382f4
2 changed files with 232 additions and 217 deletions
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@ -7,7 +7,7 @@
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"data": {
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"sourceHandle": {
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"dataType": "Memory",
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"id": "Memory-hMFmY",
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"id": "Memory-MKGtC",
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"name": "messages_text",
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"output_types": [
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"Message"
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@ -15,7 +15,7 @@
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},
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"targetHandle": {
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"fieldName": "memory",
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"id": "Prompt-CixsJ",
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"id": "Prompt-9wc4j",
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"inputTypes": [
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"Message",
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"Text"
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@ -23,12 +23,12 @@
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"type": "str"
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}
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},
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"id": "xy-edge__Memory-hMFmY{œdataTypeœ:œMemoryœ,œidœ:œMemory-hMFmYœ,œnameœ:œmessages_textœ,œoutput_typesœ:[œMessageœ]}-Prompt-CixsJ{œfieldNameœ:œmemoryœ,œidœ:œPrompt-CixsJœ,œinputTypesœ:[œMessageœ,œTextœ],œtypeœ:œstrœ}",
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"id": "reactflow__edge-Memory-MKGtC{œdataTypeœ:œMemoryœ,œidœ:œMemory-MKGtCœ,œnameœ:œmessages_textœ,œoutput_typesœ:[œMessageœ]}-Prompt-9wc4j{œfieldNameœ:œmemoryœ,œidœ:œPrompt-9wc4jœ,œinputTypesœ:[œMessageœ,œTextœ],œtypeœ:œstrœ}",
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"selected": false,
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"source": "Memory-hMFmY",
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"sourceHandle": "{œdataTypeœ: œMemoryœ, œidœ: œMemory-hMFmYœ, œnameœ: œmessages_textœ, œoutput_typesœ: [œMessageœ]}",
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"target": "Prompt-CixsJ",
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"targetHandle": "{œfieldNameœ: œmemoryœ, œidœ: œPrompt-CixsJœ, œinputTypesœ: [œMessageœ, œTextœ], œtypeœ: œstrœ}"
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"source": "Memory-MKGtC",
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"sourceHandle": "{œdataTypeœ: œMemoryœ, œidœ: œMemory-MKGtCœ, œnameœ: œmessages_textœ, œoutput_typesœ: [œMessageœ]}",
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"target": "Prompt-9wc4j",
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"targetHandle": "{œfieldNameœ: œmemoryœ, œidœ: œPrompt-9wc4jœ, œinputTypesœ: [œMessageœ, œTextœ], œtypeœ: œstrœ}"
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},
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{
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"animated": false,
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@ -36,7 +36,7 @@
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"data": {
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"sourceHandle": {
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"dataType": "Prompt",
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"id": "Prompt-CixsJ",
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"id": "Prompt-9wc4j",
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"name": "prompt",
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"output_types": [
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"Message"
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@ -44,19 +44,19 @@
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},
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"targetHandle": {
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"fieldName": "system_message",
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"id": "LanguageModelComponent-vvfAj",
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"id": "LanguageModelComponent-n8KRg",
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"inputTypes": [
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"Message"
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],
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"type": "str"
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}
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},
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"id": "xy-edge__Prompt-CixsJ{œdataTypeœ:œPromptœ,œidœ:œPrompt-CixsJœ,œnameœ:œpromptœ,œoutput_typesœ:[œMessageœ]}-LanguageModelComponent-vvfAj{œfieldNameœ:œsystem_messageœ,œidœ:œLanguageModelComponent-vvfAjœ,œinputTypesœ:[œMessageœ],œtypeœ:œstrœ}",
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"id": "reactflow__edge-Prompt-9wc4j{œdataTypeœ:œPromptœ,œidœ:œPrompt-9wc4jœ,œnameœ:œpromptœ,œoutput_typesœ:[œMessageœ]}-LanguageModelComponent-n8KRg{œfieldNameœ:œsystem_messageœ,œidœ:œLanguageModelComponent-n8KRgœ,œinputTypesœ:[œMessageœ],œtypeœ:œstrœ}",
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"selected": false,
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"source": "Prompt-CixsJ",
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"sourceHandle": "{œdataTypeœ: œPromptœ, œidœ: œPrompt-CixsJœ, œnameœ: œpromptœ, œoutput_typesœ: [œMessageœ]}",
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"target": "LanguageModelComponent-vvfAj",
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"targetHandle": "{œfieldNameœ: œsystem_messageœ, œidœ: œLanguageModelComponent-vvfAjœ, œinputTypesœ: [œMessageœ], œtypeœ: œstrœ}"
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"source": "Prompt-9wc4j",
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"sourceHandle": "{œdataTypeœ: œPromptœ, œidœ: œPrompt-9wc4jœ, œnameœ: œpromptœ, œoutput_typesœ: [œMessageœ]}",
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"target": "LanguageModelComponent-n8KRg",
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"targetHandle": "{œfieldNameœ: œsystem_messageœ, œidœ: œLanguageModelComponent-n8KRgœ, œinputTypesœ: [œMessageœ], œtypeœ: œstrœ}"
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},
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{
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"animated": false,
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@ -64,7 +64,7 @@
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"data": {
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"sourceHandle": {
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"dataType": "ChatInput",
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"id": "ChatInput-5t3wq",
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"id": "ChatInput-xLWhw",
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"name": "message",
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"output_types": [
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"Message"
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@ -72,19 +72,19 @@
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},
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"targetHandle": {
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"fieldName": "input_value",
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"id": "LanguageModelComponent-vvfAj",
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"id": "LanguageModelComponent-n8KRg",
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"inputTypes": [
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"Message"
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],
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"type": "str"
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}
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},
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"id": "xy-edge__ChatInput-5t3wq{œdataTypeœ:œChatInputœ,œidœ:œChatInput-5t3wqœ,œnameœ:œmessageœ,œoutput_typesœ:[œMessageœ]}-LanguageModelComponent-vvfAj{œfieldNameœ:œinput_valueœ,œidœ:œLanguageModelComponent-vvfAjœ,œinputTypesœ:[œMessageœ],œtypeœ:œstrœ}",
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"id": "reactflow__edge-ChatInput-xLWhw{œdataTypeœ:œChatInputœ,œidœ:œChatInput-xLWhwœ,œnameœ:œmessageœ,œoutput_typesœ:[œMessageœ]}-LanguageModelComponent-n8KRg{œfieldNameœ:œinput_valueœ,œidœ:œLanguageModelComponent-n8KRgœ,œinputTypesœ:[œMessageœ],œtypeœ:œstrœ}",
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"selected": false,
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"source": "ChatInput-5t3wq",
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"sourceHandle": "{œdataTypeœ: œChatInputœ, œidœ: œChatInput-5t3wqœ, œnameœ: œmessageœ, œoutput_typesœ: [œMessageœ]}",
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"target": "LanguageModelComponent-vvfAj",
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"targetHandle": "{œfieldNameœ: œinput_valueœ, œidœ: œLanguageModelComponent-vvfAjœ, œinputTypesœ: [œMessageœ], œtypeœ: œstrœ}"
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"source": "ChatInput-xLWhw",
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"sourceHandle": "{œdataTypeœ: œChatInputœ, œidœ: œChatInput-xLWhwœ, œnameœ: œmessageœ, œoutput_typesœ: [œMessageœ]}",
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"target": "LanguageModelComponent-n8KRg",
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"targetHandle": "{œfieldNameœ: œinput_valueœ, œidœ: œLanguageModelComponent-n8KRgœ, œinputTypesœ: [œMessageœ], œtypeœ: œstrœ}"
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},
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{
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"animated": false,
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@ -92,7 +92,7 @@
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"data": {
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"sourceHandle": {
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"dataType": "LanguageModelComponent",
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"id": "LanguageModelComponent-vvfAj",
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"id": "LanguageModelComponent-n8KRg",
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"name": "text_output",
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"output_types": [
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"Message"
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@ -100,7 +100,7 @@
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},
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"targetHandle": {
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"fieldName": "input_value",
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"id": "ChatOutput-CwxcD",
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"id": "ChatOutput-2ljRT",
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"inputTypes": [
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"Data",
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"DataFrame",
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@ -109,18 +109,18 @@
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"type": "str"
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}
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},
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"id": "xy-edge__LanguageModelComponent-vvfAj{œdataTypeœ:œLanguageModelComponentœ,œidœ:œLanguageModelComponent-vvfAjœ,œnameœ:œtext_outputœ,œoutput_typesœ:[œMessageœ]}-ChatOutput-CwxcD{œfieldNameœ:œinput_valueœ,œidœ:œChatOutput-CwxcDœ,œinputTypesœ:[œDataœ,œDataFrameœ,œMessageœ],œtypeœ:œstrœ}",
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"id": "reactflow__edge-LanguageModelComponent-n8KRg{œdataTypeœ:œLanguageModelComponentœ,œidœ:œLanguageModelComponent-n8KRgœ,œnameœ:œtext_outputœ,œoutput_typesœ:[œMessageœ]}-ChatOutput-2ljRT{œfieldNameœ:œinput_valueœ,œidœ:œChatOutput-2ljRTœ,œinputTypesœ:[œDataœ,œDataFrameœ,œMessageœ],œtypeœ:œstrœ}",
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"selected": false,
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"source": "LanguageModelComponent-vvfAj",
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"sourceHandle": "{œdataTypeœ: œLanguageModelComponentœ, œidœ: œLanguageModelComponent-vvfAjœ, œnameœ: œtext_outputœ, œoutput_typesœ: [œMessageœ]}",
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"target": "ChatOutput-CwxcD",
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"targetHandle": "{œfieldNameœ: œinput_valueœ, œidœ: œChatOutput-CwxcDœ, œinputTypesœ: [œDataœ, œDataFrameœ, œMessageœ], œtypeœ: œstrœ}"
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"source": "LanguageModelComponent-n8KRg",
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"sourceHandle": "{œdataTypeœ: œLanguageModelComponentœ, œidœ: œLanguageModelComponent-n8KRgœ, œnameœ: œtext_outputœ, œoutput_typesœ: [œMessageœ]}",
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"target": "ChatOutput-2ljRT",
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"targetHandle": "{œfieldNameœ: œinput_valueœ, œidœ: œChatOutput-2ljRTœ, œinputTypesœ: [œDataœ, œDataFrameœ, œMessageœ], œtypeœ: œstrœ}"
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}
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],
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"nodes": [
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{
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"data": {
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"id": "ChatInput-5t3wq",
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"id": "ChatInput-xLWhw",
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"node": {
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"base_classes": [
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"Message"
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@ -405,7 +405,7 @@
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},
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"dragging": false,
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"height": 234,
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"id": "ChatInput-5t3wq",
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"id": "ChatInput-xLWhw",
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"measured": {
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"height": 234,
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"width": 320
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@ -426,7 +426,7 @@
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"data": {
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"description": "Display a chat message in the Playground.",
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"display_name": "Chat Output",
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"id": "ChatOutput-CwxcD",
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"id": "ChatOutput-2ljRT",
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"node": {
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"base_classes": [
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"Message"
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@ -709,7 +709,7 @@
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},
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"dragging": true,
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"height": 234,
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"id": "ChatOutput-CwxcD",
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"id": "ChatOutput-2ljRT",
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"measured": {
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"height": 234,
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"width": 320
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@ -728,9 +728,9 @@
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},
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{
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"data": {
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"id": "note-gqfuY",
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"id": "note-hLqzd",
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"node": {
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"description": "# Memory Chatbot\n\nA flexible chatbot implementation featuring advanced conversation memory capabilities. This serves as a foundational tool for building chat experiences with persistent context.\n\n## Core Components\n\n1. **Chat Input**\n - Accepts user messages\n - Configures conversation storage\n - Tracks session identity\n\n2. **Chat Memory**\n - Stores and retrieves up to 100 previous messages\n - Maintains conversation context\n - Tracks separate chat sessions\n - Preserves sender information and message order\n\n3. **Prompt**\n - Creates dynamic prompt templates\n - Integrates memory into conversation flow\n\n4. **OpenAI**\n - Processes user input with context\n - Accesses conversation history\n - Includes options for model configuration and API key setup\n\n5. **Chat Output**\n - Displays formatted responses\n - Maintains conversation flow\n - Syncs with memory storage\n\n## Memory Features\n\n- Stores message history\n- Plans conversation trajectory\n- Differentiates between chat sessions\n- Preserves sender and message metadata\n\n## Quick Start\n\n1. **Initialize** with a clear session ID\n2. **Enter** message in Chat Input\n3. **AI Processes** with context from memory\n4. **Response** appears in Chat Output\n5. Context remains available for follow-ups\n\nThis robust system demonstrates thorough memory integration with minimal complexity. 🧠💬\n",
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"description": "# Memory Chatbot\n\nThis flow extends the basic prompting flow with a Message history component that stores up to 100 previous chat messages and uses them to provide context for the current conversation.\n\n## Prerequisites\n\n* [OpenAI API Key](https://platform.openai.com/)\n\n## Quickstart\n\n1. In the **Language Model** component, add your OpenAI API Key.\n\n2. Open the **Playground**. Tell the chat your name.\n\n3. Start a new chat session in the Playground, and ask, `what is my name`. The Prompt component will still remember your name, because it's connected to the Message History component.\n\n",
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"display_name": "",
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"documentation": "",
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"template": {}
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@ -738,15 +738,15 @@
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"type": "note"
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},
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"dragging": false,
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"height": 736,
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"id": "note-gqfuY",
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"height": 666,
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"id": "note-hLqzd",
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"measured": {
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"height": 666,
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},
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"position": {
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"x": 1512.8976594415833,
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"positionAbsolute": {
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"x": 1512.8976594415833,
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@ -759,43 +759,11 @@
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"width": 324
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},
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"type": "noteNode",
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"width": 324
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"width": 383
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},
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{
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"data": {
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"id": "note-9LNqT",
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"node": {
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"description": "## Get Your OpenAI API Key\n\n**Steps**:\n\n1. **Visit** [OpenAI's API Key Page](https://platform.openai.com/api-keys).\n\n2. **Log In/Sign Up**:\n - Log in or create a new OpenAI account.\n\n3. **Generate API Key**:\n - Click \"Create New Secret Key\" to obtain your key.\n\n4. **Store Your Key Securely**:\n - Note it down as it will only display once.\n\n5. **Enter API Key**:\n - Input your key in the OpenAI API Key field within the component setup.\n\nKeep your key safe and manage it responsibly!",
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"display_name": "",
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"documentation": "",
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"template": {
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"backgroundColor": "rose"
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}
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},
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"type": "note"
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"type": "noteNode",
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"width": 325
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},
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{
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"data": {
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"id": "Prompt-CixsJ",
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"id": "Prompt-9wc4j",
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"node": {
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"base_classes": [
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"Message"
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@ -933,7 +901,7 @@
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},
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"dragging": false,
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"height": 347,
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"id": "Prompt-CixsJ",
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"id": "Prompt-9wc4j",
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"measured": {
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"height": 347,
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"width": 320
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@ -952,7 +920,7 @@
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},
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{
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"data": {
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"id": "Memory-hMFmY",
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"id": "Memory-MKGtC",
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"node": {
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"base_classes": [
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"DataFrame"
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@ -1271,9 +1239,9 @@
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"type": "Memory"
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},
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"dragging": false,
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"id": "Memory-hMFmY",
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"id": "Memory-MKGtC",
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"measured": {
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"height": 217,
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"height": 218,
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"width": 320
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},
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"position": {
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@ -1285,7 +1253,7 @@
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},
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{
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"data": {
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"id": "LanguageModelComponent-vvfAj",
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"id": "LanguageModelComponent-n8KRg",
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"node": {
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"base_classes": [
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"LanguageModel",
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@ -1560,13 +1528,14 @@
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},
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"tool_mode": false
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},
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"selected_output": "text_output",
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"showNode": true,
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"type": "LanguageModelComponent"
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},
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"dragging": false,
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"id": "LanguageModelComponent-vvfAj",
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"id": "LanguageModelComponent-n8KRg",
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"measured": {
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"height": 532,
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"height": 534,
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"width": 320
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},
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"position": {
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@ -1578,14 +1547,14 @@
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}
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],
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"viewport": {
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"x": -973.6452349689689,
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"zoom": 0.675028833498803
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"x": -903.7157907161627,
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"y": 4.769953886051155,
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"zoom": 0.6492225868554724
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}
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},
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"description": "Create a chatbot that saves and references previous messages, enabling the model to maintain context throughout the conversation.",
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"endpoint_name": null,
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"id": "0c265260-8489-4304-bd4e-1a672a8441ab",
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"id": "abdc8216-e400-48c4-8d11-0f21441b50ea",
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"is_component": false,
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"last_tested_version": "1.4.3",
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"name": "Memory Chatbot",
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@ -7,7 +7,7 @@
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"data": {
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"sourceHandle": {
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"dataType": "ChatInput",
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"id": "ChatInput-g8ha3",
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"id": "ChatInput-et7o5",
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"name": "message",
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"output_types": [
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"Message"
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@ -15,7 +15,7 @@
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},
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"targetHandle": {
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"fieldName": "question",
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"id": "Prompt-HCuAj",
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"id": "Prompt-V3tlJ",
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"inputTypes": [
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"Message",
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"Text"
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@ -23,12 +23,12 @@
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"type": "str"
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}
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},
|
||||
"id": "reactflow__edge-ChatInput-g8ha3{œdataTypeœ:œChatInputœ,œidœ:œChatInput-g8ha3œ,œnameœ:œmessageœ,œoutput_typesœ:[œMessageœ]}-Prompt-HCuAj{œfieldNameœ:œquestionœ,œidœ:œPrompt-HCuAjœ,œinputTypesœ:[œMessageœ,œTextœ],œtypeœ:œstrœ}",
|
||||
"id": "reactflow__edge-ChatInput-et7o5{œdataTypeœ:œChatInputœ,œidœ:œChatInput-et7o5œ,œnameœ:œmessageœ,œoutput_typesœ:[œMessageœ]}-Prompt-V3tlJ{œfieldNameœ:œquestionœ,œidœ:œPrompt-V3tlJœ,œinputTypesœ:[œMessageœ,œTextœ],œtypeœ:œstrœ}",
|
||||
"selected": false,
|
||||
"source": "ChatInput-g8ha3",
|
||||
"sourceHandle": "{œdataTypeœ: œChatInputœ, œidœ: œChatInput-g8ha3œ, œnameœ: œmessageœ, œoutput_typesœ: [œMessageœ]}",
|
||||
"target": "Prompt-HCuAj",
|
||||
"targetHandle": "{œfieldNameœ: œquestionœ, œidœ: œPrompt-HCuAjœ, œinputTypesœ: [œMessageœ, œTextœ], œtypeœ: œstrœ}"
|
||||
"source": "ChatInput-et7o5",
|
||||
"sourceHandle": "{œdataTypeœ:œChatInputœ,œidœ:œChatInput-et7o5œ,œnameœ:œmessageœ,œoutput_typesœ:[œMessageœ]}",
|
||||
"target": "Prompt-V3tlJ",
|
||||
"targetHandle": "{œfieldNameœ:œquestionœ,œidœ:œPrompt-V3tlJœ,œinputTypesœ:[œMessageœ,œTextœ],œtypeœ:œstrœ}"
|
||||
},
|
||||
{
|
||||
"animated": false,
|
||||
|
|
@ -36,7 +36,7 @@
|
|||
"data": {
|
||||
"sourceHandle": {
|
||||
"dataType": "parser",
|
||||
"id": "parser-ehrBO",
|
||||
"id": "parser-WUXPk",
|
||||
"name": "parsed_text",
|
||||
"output_types": [
|
||||
"Message"
|
||||
|
|
@ -44,7 +44,7 @@
|
|||
},
|
||||
"targetHandle": {
|
||||
"fieldName": "context",
|
||||
"id": "Prompt-HCuAj",
|
||||
"id": "Prompt-V3tlJ",
|
||||
"inputTypes": [
|
||||
"Message",
|
||||
"Text"
|
||||
|
|
@ -52,12 +52,12 @@
|
|||
"type": "str"
|
||||
}
|
||||
},
|
||||
"id": "reactflow__edge-parser-ehrBO{œdataTypeœ:œparserœ,œidœ:œparser-ehrBOœ,œnameœ:œparsed_textœ,œoutput_typesœ:[œMessageœ]}-Prompt-HCuAj{œfieldNameœ:œcontextœ,œidœ:œPrompt-HCuAjœ,œinputTypesœ:[œMessageœ,œTextœ],œtypeœ:œstrœ}",
|
||||
"id": "reactflow__edge-parser-WUXPk{œdataTypeœ:œparserœ,œidœ:œparser-WUXPkœ,œnameœ:œparsed_textœ,œoutput_typesœ:[œMessageœ]}-Prompt-V3tlJ{œfieldNameœ:œcontextœ,œidœ:œPrompt-V3tlJœ,œinputTypesœ:[œMessageœ,œTextœ],œtypeœ:œstrœ}",
|
||||
"selected": false,
|
||||
"source": "parser-ehrBO",
|
||||
"sourceHandle": "{œdataTypeœ: œparserœ, œidœ: œparser-ehrBOœ, œnameœ: œparsed_textœ, œoutput_typesœ: [œMessageœ]}",
|
||||
"target": "Prompt-HCuAj",
|
||||
"targetHandle": "{œfieldNameœ: œcontextœ, œidœ: œPrompt-HCuAjœ, œinputTypesœ: [œMessageœ, œTextœ], œtypeœ: œstrœ}"
|
||||
"source": "parser-WUXPk",
|
||||
"sourceHandle": "{œdataTypeœ:œparserœ,œidœ:œparser-WUXPkœ,œnameœ:œparsed_textœ,œoutput_typesœ:[œMessageœ]}",
|
||||
"target": "Prompt-V3tlJ",
|
||||
"targetHandle": "{œfieldNameœ:œcontextœ,œidœ:œPrompt-V3tlJœ,œinputTypesœ:[œMessageœ,œTextœ],œtypeœ:œstrœ}"
|
||||
},
|
||||
{
|
||||
"animated": false,
|
||||
|
|
@ -65,7 +65,7 @@
|
|||
"data": {
|
||||
"sourceHandle": {
|
||||
"dataType": "OpenAIEmbeddings",
|
||||
"id": "OpenAIEmbeddings-EjaQd",
|
||||
"id": "OpenAIEmbeddings-oFtHy",
|
||||
"name": "embeddings",
|
||||
"output_types": [
|
||||
"Embeddings"
|
||||
|
|
@ -73,19 +73,19 @@
|
|||
},
|
||||
"targetHandle": {
|
||||
"fieldName": "embedding_model",
|
||||
"id": "AstraDB-H2sZ0",
|
||||
"id": "AstraDB-W6NB4",
|
||||
"inputTypes": [
|
||||
"Embeddings"
|
||||
],
|
||||
"type": "other"
|
||||
}
|
||||
},
|
||||
"id": "reactflow__edge-OpenAIEmbeddings-EjaQd{œdataTypeœ:œOpenAIEmbeddingsœ,œidœ:œOpenAIEmbeddings-EjaQdœ,œnameœ:œembeddingsœ,œoutput_typesœ:[œEmbeddingsœ]}-AstraDB-H2sZ0{œfieldNameœ:œembedding_modelœ,œidœ:œAstraDB-H2sZ0œ,œinputTypesœ:[œEmbeddingsœ],œtypeœ:œotherœ}",
|
||||
"id": "reactflow__edge-OpenAIEmbeddings-oFtHy{œdataTypeœ:œOpenAIEmbeddingsœ,œidœ:œOpenAIEmbeddings-oFtHyœ,œnameœ:œembeddingsœ,œoutput_typesœ:[œEmbeddingsœ]}-AstraDB-W6NB4{œfieldNameœ:œembedding_modelœ,œidœ:œAstraDB-W6NB4œ,œinputTypesœ:[œEmbeddingsœ],œtypeœ:œotherœ}",
|
||||
"selected": false,
|
||||
"source": "OpenAIEmbeddings-EjaQd",
|
||||
"sourceHandle": "{œdataTypeœ: œOpenAIEmbeddingsœ, œidœ: œOpenAIEmbeddings-EjaQdœ, œnameœ: œembeddingsœ, œoutput_typesœ: [œEmbeddingsœ]}",
|
||||
"target": "AstraDB-H2sZ0",
|
||||
"targetHandle": "{œfieldNameœ: œembedding_modelœ, œidœ: œAstraDB-H2sZ0œ, œinputTypesœ: [œEmbeddingsœ], œtypeœ: œotherœ}"
|
||||
"source": "OpenAIEmbeddings-oFtHy",
|
||||
"sourceHandle": "{œdataTypeœ:œOpenAIEmbeddingsœ,œidœ:œOpenAIEmbeddings-oFtHyœ,œnameœ:œembeddingsœ,œoutput_typesœ:[œEmbeddingsœ]}",
|
||||
"target": "AstraDB-W6NB4",
|
||||
"targetHandle": "{œfieldNameœ:œembedding_modelœ,œidœ:œAstraDB-W6NB4œ,œinputTypesœ:[œEmbeddingsœ],œtypeœ:œotherœ}"
|
||||
},
|
||||
{
|
||||
"animated": false,
|
||||
|
|
@ -93,7 +93,7 @@
|
|||
"data": {
|
||||
"sourceHandle": {
|
||||
"dataType": "OpenAIEmbeddings",
|
||||
"id": "OpenAIEmbeddings-LqNei",
|
||||
"id": "OpenAIEmbeddings-v0rcw",
|
||||
"name": "embeddings",
|
||||
"output_types": [
|
||||
"Embeddings"
|
||||
|
|
@ -101,19 +101,19 @@
|
|||
},
|
||||
"targetHandle": {
|
||||
"fieldName": "embedding_model",
|
||||
"id": "AstraDB-qCu1f",
|
||||
"id": "AstraDB-JsRrT",
|
||||
"inputTypes": [
|
||||
"Embeddings"
|
||||
],
|
||||
"type": "other"
|
||||
}
|
||||
},
|
||||
"id": "reactflow__edge-OpenAIEmbeddings-LqNei{œdataTypeœ:œOpenAIEmbeddingsœ,œidœ:œOpenAIEmbeddings-LqNeiœ,œnameœ:œembeddingsœ,œoutput_typesœ:[œEmbeddingsœ]}-AstraDB-qCu1f{œfieldNameœ:œembedding_modelœ,œidœ:œAstraDB-qCu1fœ,œinputTypesœ:[œEmbeddingsœ],œtypeœ:œotherœ}",
|
||||
"id": "reactflow__edge-OpenAIEmbeddings-v0rcw{œdataTypeœ:œOpenAIEmbeddingsœ,œidœ:œOpenAIEmbeddings-v0rcwœ,œnameœ:œembeddingsœ,œoutput_typesœ:[œEmbeddingsœ]}-AstraDB-JsRrT{œfieldNameœ:œembedding_modelœ,œidœ:œAstraDB-JsRrTœ,œinputTypesœ:[œEmbeddingsœ],œtypeœ:œotherœ}",
|
||||
"selected": false,
|
||||
"source": "OpenAIEmbeddings-LqNei",
|
||||
"sourceHandle": "{œdataTypeœ: œOpenAIEmbeddingsœ, œidœ: œOpenAIEmbeddings-LqNeiœ, œnameœ: œembeddingsœ, œoutput_typesœ: [œEmbeddingsœ]}",
|
||||
"target": "AstraDB-qCu1f",
|
||||
"targetHandle": "{œfieldNameœ: œembedding_modelœ, œidœ: œAstraDB-qCu1fœ, œinputTypesœ: [œEmbeddingsœ], œtypeœ: œotherœ}"
|
||||
"source": "OpenAIEmbeddings-v0rcw",
|
||||
"sourceHandle": "{œdataTypeœ:œOpenAIEmbeddingsœ,œidœ:œOpenAIEmbeddings-v0rcwœ,œnameœ:œembeddingsœ,œoutput_typesœ:[œEmbeddingsœ]}",
|
||||
"target": "AstraDB-JsRrT",
|
||||
"targetHandle": "{œfieldNameœ:œembedding_modelœ,œidœ:œAstraDB-JsRrTœ,œinputTypesœ:[œEmbeddingsœ],œtypeœ:œotherœ}"
|
||||
},
|
||||
{
|
||||
"animated": false,
|
||||
|
|
@ -121,7 +121,7 @@
|
|||
"data": {
|
||||
"sourceHandle": {
|
||||
"dataType": "ChatInput",
|
||||
"id": "ChatInput-g8ha3",
|
||||
"id": "ChatInput-et7o5",
|
||||
"name": "message",
|
||||
"output_types": [
|
||||
"Message"
|
||||
|
|
@ -129,19 +129,19 @@
|
|||
},
|
||||
"targetHandle": {
|
||||
"fieldName": "search_query",
|
||||
"id": "AstraDB-qCu1f",
|
||||
"id": "AstraDB-JsRrT",
|
||||
"inputTypes": [
|
||||
"Message"
|
||||
],
|
||||
"type": "query"
|
||||
}
|
||||
},
|
||||
"id": "reactflow__edge-ChatInput-g8ha3{œdataTypeœ:œChatInputœ,œidœ:œChatInput-g8ha3œ,œnameœ:œmessageœ,œoutput_typesœ:[œMessageœ]}-AstraDB-qCu1f{œfieldNameœ:œsearch_queryœ,œidœ:œAstraDB-qCu1fœ,œinputTypesœ:[œMessageœ],œtypeœ:œqueryœ}",
|
||||
"id": "reactflow__edge-ChatInput-et7o5{œdataTypeœ:œChatInputœ,œidœ:œChatInput-et7o5œ,œnameœ:œmessageœ,œoutput_typesœ:[œMessageœ]}-AstraDB-JsRrT{œfieldNameœ:œsearch_queryœ,œidœ:œAstraDB-JsRrTœ,œinputTypesœ:[œMessageœ],œtypeœ:œqueryœ}",
|
||||
"selected": false,
|
||||
"source": "ChatInput-g8ha3",
|
||||
"sourceHandle": "{œdataTypeœ: œChatInputœ, œidœ: œChatInput-g8ha3œ, œnameœ: œmessageœ, œoutput_typesœ: [œMessageœ]}",
|
||||
"target": "AstraDB-qCu1f",
|
||||
"targetHandle": "{œfieldNameœ: œsearch_queryœ, œidœ: œAstraDB-qCu1fœ, œinputTypesœ: [œMessageœ], œtypeœ: œqueryœ}"
|
||||
"source": "ChatInput-et7o5",
|
||||
"sourceHandle": "{œdataTypeœ:œChatInputœ,œidœ:œChatInput-et7o5œ,œnameœ:œmessageœ,œoutput_typesœ:[œMessageœ]}",
|
||||
"target": "AstraDB-JsRrT",
|
||||
"targetHandle": "{œfieldNameœ:œsearch_queryœ,œidœ:œAstraDB-JsRrTœ,œinputTypesœ:[œMessageœ],œtypeœ:œqueryœ}"
|
||||
},
|
||||
{
|
||||
"animated": false,
|
||||
|
|
@ -149,7 +149,7 @@
|
|||
"data": {
|
||||
"sourceHandle": {
|
||||
"dataType": "AstraDB",
|
||||
"id": "AstraDB-qCu1f",
|
||||
"id": "AstraDB-JsRrT",
|
||||
"name": "dataframe",
|
||||
"output_types": [
|
||||
"DataFrame"
|
||||
|
|
@ -157,7 +157,7 @@
|
|||
},
|
||||
"targetHandle": {
|
||||
"fieldName": "input_data",
|
||||
"id": "parser-ehrBO",
|
||||
"id": "parser-WUXPk",
|
||||
"inputTypes": [
|
||||
"DataFrame",
|
||||
"Data"
|
||||
|
|
@ -165,12 +165,12 @@
|
|||
"type": "other"
|
||||
}
|
||||
},
|
||||
"id": "reactflow__edge-AstraDB-qCu1f{œdataTypeœ:œAstraDBœ,œidœ:œAstraDB-qCu1fœ,œnameœ:œdataframeœ,œoutput_typesœ:[œDataFrameœ]}-parser-ehrBO{œfieldNameœ:œinput_dataœ,œidœ:œparser-ehrBOœ,œinputTypesœ:[œDataFrameœ,œDataœ],œtypeœ:œotherœ}",
|
||||
"id": "reactflow__edge-AstraDB-JsRrT{œdataTypeœ:œAstraDBœ,œidœ:œAstraDB-JsRrTœ,œnameœ:œdataframeœ,œoutput_typesœ:[œDataFrameœ]}-parser-WUXPk{œfieldNameœ:œinput_dataœ,œidœ:œparser-WUXPkœ,œinputTypesœ:[œDataFrameœ,œDataœ],œtypeœ:œotherœ}",
|
||||
"selected": false,
|
||||
"source": "AstraDB-qCu1f",
|
||||
"sourceHandle": "{œdataTypeœ: œAstraDBœ, œidœ: œAstraDB-qCu1fœ, œnameœ: œdataframeœ, œoutput_typesœ: [œDataFrameœ]}",
|
||||
"target": "parser-ehrBO",
|
||||
"targetHandle": "{œfieldNameœ: œinput_dataœ, œidœ: œparser-ehrBOœ, œinputTypesœ: [œDataFrameœ, œDataœ], œtypeœ: œotherœ}"
|
||||
"source": "AstraDB-JsRrT",
|
||||
"sourceHandle": "{œdataTypeœ:œAstraDBœ,œidœ:œAstraDB-JsRrTœ,œnameœ:œdataframeœ,œoutput_typesœ:[œDataFrameœ]}",
|
||||
"target": "parser-WUXPk",
|
||||
"targetHandle": "{œfieldNameœ:œinput_dataœ,œidœ:œparser-WUXPkœ,œinputTypesœ:[œDataFrameœ,œDataœ],œtypeœ:œotherœ}"
|
||||
},
|
||||
{
|
||||
"animated": false,
|
||||
|
|
@ -178,7 +178,7 @@
|
|||
"data": {
|
||||
"sourceHandle": {
|
||||
"dataType": "SplitText",
|
||||
"id": "SplitText-iHZQk",
|
||||
"id": "SplitText-6H5cD",
|
||||
"name": "dataframe",
|
||||
"output_types": [
|
||||
"DataFrame"
|
||||
|
|
@ -186,7 +186,7 @@
|
|||
},
|
||||
"targetHandle": {
|
||||
"fieldName": "ingest_data",
|
||||
"id": "AstraDB-H2sZ0",
|
||||
"id": "AstraDB-W6NB4",
|
||||
"inputTypes": [
|
||||
"Data",
|
||||
"DataFrame"
|
||||
|
|
@ -194,12 +194,12 @@
|
|||
"type": "other"
|
||||
}
|
||||
},
|
||||
"id": "reactflow__edge-SplitText-iHZQk{œdataTypeœ:œSplitTextœ,œidœ:œSplitText-iHZQkœ,œnameœ:œdataframeœ,œoutput_typesœ:[œDataFrameœ]}-AstraDB-H2sZ0{œfieldNameœ:œingest_dataœ,œidœ:œAstraDB-H2sZ0œ,œinputTypesœ:[œDataœ,œDataFrameœ],œtypeœ:œotherœ}",
|
||||
"id": "reactflow__edge-SplitText-6H5cD{œdataTypeœ:œSplitTextœ,œidœ:œSplitText-6H5cDœ,œnameœ:œdataframeœ,œoutput_typesœ:[œDataFrameœ]}-AstraDB-W6NB4{œfieldNameœ:œingest_dataœ,œidœ:œAstraDB-W6NB4œ,œinputTypesœ:[œDataœ,œDataFrameœ],œtypeœ:œotherœ}",
|
||||
"selected": false,
|
||||
"source": "SplitText-iHZQk",
|
||||
"sourceHandle": "{œdataTypeœ: œSplitTextœ, œidœ: œSplitText-iHZQkœ, œnameœ: œdataframeœ, œoutput_typesœ: [œDataFrameœ]}",
|
||||
"target": "AstraDB-H2sZ0",
|
||||
"targetHandle": "{œfieldNameœ: œingest_dataœ, œidœ: œAstraDB-H2sZ0œ, œinputTypesœ: [œDataœ, œDataFrameœ], œtypeœ: œotherœ}"
|
||||
"source": "SplitText-6H5cD",
|
||||
"sourceHandle": "{œdataTypeœ:œSplitTextœ,œidœ:œSplitText-6H5cDœ,œnameœ:œdataframeœ,œoutput_typesœ:[œDataFrameœ]}",
|
||||
"target": "AstraDB-W6NB4",
|
||||
"targetHandle": "{œfieldNameœ:œingest_dataœ,œidœ:œAstraDB-W6NB4œ,œinputTypesœ:[œDataœ,œDataFrameœ],œtypeœ:œotherœ}"
|
||||
},
|
||||
{
|
||||
"animated": false,
|
||||
|
|
@ -207,7 +207,7 @@
|
|||
"data": {
|
||||
"sourceHandle": {
|
||||
"dataType": "File",
|
||||
"id": "File-J8GVA",
|
||||
"id": "File-vusZ2",
|
||||
"name": "message",
|
||||
"output_types": [
|
||||
"Message"
|
||||
|
|
@ -215,7 +215,7 @@
|
|||
},
|
||||
"targetHandle": {
|
||||
"fieldName": "data_inputs",
|
||||
"id": "SplitText-iHZQk",
|
||||
"id": "SplitText-6H5cD",
|
||||
"inputTypes": [
|
||||
"Data",
|
||||
"DataFrame",
|
||||
|
|
@ -224,19 +224,20 @@
|
|||
"type": "other"
|
||||
}
|
||||
},
|
||||
"id": "xy-edge__File-J8GVA{œdataTypeœ:œFileœ,œidœ:œFile-J8GVAœ,œnameœ:œmessageœ,œoutput_typesœ:[œMessageœ]}-SplitText-iHZQk{œfieldNameœ:œdata_inputsœ,œidœ:œSplitText-iHZQkœ,œinputTypesœ:[œDataœ,œDataFrameœ,œMessageœ],œtypeœ:œotherœ}",
|
||||
"id": "reactflow__edge-File-vusZ2{œdataTypeœ:œFileœ,œidœ:œFile-vusZ2œ,œnameœ:œmessageœ,œoutput_typesœ:[œMessageœ]}-SplitText-6H5cD{œfieldNameœ:œdata_inputsœ,œidœ:œSplitText-6H5cDœ,œinputTypesœ:[œDataœ,œDataFrameœ,œMessageœ],œtypeœ:œotherœ}",
|
||||
"selected": false,
|
||||
"source": "File-J8GVA",
|
||||
"sourceHandle": "{œdataTypeœ: œFileœ, œidœ: œFile-J8GVAœ, œnameœ: œmessageœ, œoutput_typesœ: [œMessageœ]}",
|
||||
"target": "SplitText-iHZQk",
|
||||
"targetHandle": "{œfieldNameœ: œdata_inputsœ, œidœ: œSplitText-iHZQkœ, œinputTypesœ: [œDataœ, œDataFrameœ, œMessageœ], œtypeœ: œotherœ}"
|
||||
"source": "File-vusZ2",
|
||||
"sourceHandle": "{œdataTypeœ:œFileœ,œidœ:œFile-vusZ2œ,œnameœ:œmessageœ,œoutput_typesœ:[œMessageœ]}",
|
||||
"target": "SplitText-6H5cD",
|
||||
"targetHandle": "{œfieldNameœ:œdata_inputsœ,œidœ:œSplitText-6H5cDœ,œinputTypesœ:[œDataœ,œDataFrameœ,œMessageœ],œtypeœ:œotherœ}"
|
||||
},
|
||||
{
|
||||
"animated": false,
|
||||
"className": "",
|
||||
"data": {
|
||||
"sourceHandle": {
|
||||
"dataType": "Prompt",
|
||||
"id": "Prompt-HCuAj",
|
||||
"id": "Prompt-V3tlJ",
|
||||
"name": "prompt",
|
||||
"output_types": [
|
||||
"Message"
|
||||
|
|
@ -244,25 +245,27 @@
|
|||
},
|
||||
"targetHandle": {
|
||||
"fieldName": "input_value",
|
||||
"id": "LanguageModelComponent-cmjdt",
|
||||
"id": "LanguageModelComponent-1uhUK",
|
||||
"inputTypes": [
|
||||
"Message"
|
||||
],
|
||||
"type": "str"
|
||||
}
|
||||
},
|
||||
"id": "xy-edge__Prompt-HCuAj{œdataTypeœ:œPromptœ,œidœ:œPrompt-HCuAjœ,œnameœ:œpromptœ,œoutput_typesœ:[œMessageœ]}-LanguageModelComponent-cmjdt{œfieldNameœ:œinput_valueœ,œidœ:œLanguageModelComponent-cmjdtœ,œinputTypesœ:[œMessageœ],œtypeœ:œstrœ}",
|
||||
"source": "Prompt-HCuAj",
|
||||
"sourceHandle": "{œdataTypeœ: œPromptœ, œidœ: œPrompt-HCuAjœ, œnameœ: œpromptœ, œoutput_typesœ: [œMessageœ]}",
|
||||
"target": "LanguageModelComponent-cmjdt",
|
||||
"targetHandle": "{œfieldNameœ: œinput_valueœ, œidœ: œLanguageModelComponent-cmjdtœ, œinputTypesœ: [œMessageœ], œtypeœ: œstrœ}"
|
||||
"id": "reactflow__edge-Prompt-V3tlJ{œdataTypeœ:œPromptœ,œidœ:œPrompt-V3tlJœ,œnameœ:œpromptœ,œoutput_typesœ:[œMessageœ]}-LanguageModelComponent-1uhUK{œfieldNameœ:œinput_valueœ,œidœ:œLanguageModelComponent-1uhUKœ,œinputTypesœ:[œMessageœ],œtypeœ:œstrœ}",
|
||||
"selected": false,
|
||||
"source": "Prompt-V3tlJ",
|
||||
"sourceHandle": "{œdataTypeœ:œPromptœ,œidœ:œPrompt-V3tlJœ,œnameœ:œpromptœ,œoutput_typesœ:[œMessageœ]}",
|
||||
"target": "LanguageModelComponent-1uhUK",
|
||||
"targetHandle": "{œfieldNameœ:œinput_valueœ,œidœ:œLanguageModelComponent-1uhUKœ,œinputTypesœ:[œMessageœ],œtypeœ:œstrœ}"
|
||||
},
|
||||
{
|
||||
"animated": false,
|
||||
"className": "",
|
||||
"data": {
|
||||
"sourceHandle": {
|
||||
"dataType": "LanguageModelComponent",
|
||||
"id": "LanguageModelComponent-cmjdt",
|
||||
"id": "LanguageModelComponent-1uhUK",
|
||||
"name": "text_output",
|
||||
"output_types": [
|
||||
"Message"
|
||||
|
|
@ -270,7 +273,7 @@
|
|||
},
|
||||
"targetHandle": {
|
||||
"fieldName": "input_value",
|
||||
"id": "ChatOutput-mfQ3f",
|
||||
"id": "ChatOutput-ZaYDW",
|
||||
"inputTypes": [
|
||||
"Data",
|
||||
"DataFrame",
|
||||
|
|
@ -279,11 +282,12 @@
|
|||
"type": "str"
|
||||
}
|
||||
},
|
||||
"id": "xy-edge__LanguageModelComponent-cmjdt{œdataTypeœ:œLanguageModelComponentœ,œidœ:œLanguageModelComponent-cmjdtœ,œnameœ:œtext_outputœ,œoutput_typesœ:[œMessageœ]}-ChatOutput-mfQ3f{œfieldNameœ:œinput_valueœ,œidœ:œChatOutput-mfQ3fœ,œinputTypesœ:[œDataœ,œDataFrameœ,œMessageœ],œtypeœ:œstrœ}",
|
||||
"source": "LanguageModelComponent-cmjdt",
|
||||
"sourceHandle": "{œdataTypeœ: œLanguageModelComponentœ, œidœ: œLanguageModelComponent-cmjdtœ, œnameœ: œtext_outputœ, œoutput_typesœ: [œMessageœ]}",
|
||||
"target": "ChatOutput-mfQ3f",
|
||||
"targetHandle": "{œfieldNameœ: œinput_valueœ, œidœ: œChatOutput-mfQ3fœ, œinputTypesœ: [œDataœ, œDataFrameœ, œMessageœ], œtypeœ: œstrœ}"
|
||||
"id": "reactflow__edge-LanguageModelComponent-1uhUK{œdataTypeœ:œLanguageModelComponentœ,œidœ:œLanguageModelComponent-1uhUKœ,œnameœ:œtext_outputœ,œoutput_typesœ:[œMessageœ]}-ChatOutput-ZaYDW{œfieldNameœ:œinput_valueœ,œidœ:œChatOutput-ZaYDWœ,œinputTypesœ:[œDataœ,œDataFrameœ,œMessageœ],œtypeœ:œstrœ}",
|
||||
"selected": false,
|
||||
"source": "LanguageModelComponent-1uhUK",
|
||||
"sourceHandle": "{œdataTypeœ:œLanguageModelComponentœ,œidœ:œLanguageModelComponent-1uhUKœ,œnameœ:œtext_outputœ,œoutput_typesœ:[œMessageœ]}",
|
||||
"target": "ChatOutput-ZaYDW",
|
||||
"targetHandle": "{œfieldNameœ:œinput_valueœ,œidœ:œChatOutput-ZaYDWœ,œinputTypesœ:[œDataœ,œDataFrameœ,œMessageœ],œtypeœ:œstrœ}"
|
||||
}
|
||||
],
|
||||
"nodes": [
|
||||
|
|
@ -291,7 +295,7 @@
|
|||
"data": {
|
||||
"description": "Get chat inputs from the Playground.",
|
||||
"display_name": "Chat Input",
|
||||
"id": "ChatInput-g8ha3",
|
||||
"id": "ChatInput-et7o5",
|
||||
"node": {
|
||||
"base_classes": [
|
||||
"Message"
|
||||
|
|
@ -558,7 +562,7 @@
|
|||
},
|
||||
"dragging": false,
|
||||
"height": 234,
|
||||
"id": "ChatInput-g8ha3",
|
||||
"id": "ChatInput-et7o5",
|
||||
"measured": {
|
||||
"height": 234,
|
||||
"width": 320
|
||||
|
|
@ -579,7 +583,7 @@
|
|||
"data": {
|
||||
"description": "Create a prompt template with dynamic variables.",
|
||||
"display_name": "Prompt",
|
||||
"id": "Prompt-HCuAj",
|
||||
"id": "Prompt-V3tlJ",
|
||||
"node": {
|
||||
"base_classes": [
|
||||
"Message"
|
||||
|
|
@ -740,7 +744,7 @@
|
|||
},
|
||||
"dragging": false,
|
||||
"height": 433,
|
||||
"id": "Prompt-HCuAj",
|
||||
"id": "Prompt-V3tlJ",
|
||||
"measured": {
|
||||
"height": 433,
|
||||
"width": 320
|
||||
|
|
@ -761,7 +765,7 @@
|
|||
"data": {
|
||||
"description": "Split text into chunks based on specified criteria.",
|
||||
"display_name": "Split Text",
|
||||
"id": "SplitText-iHZQk",
|
||||
"id": "SplitText-6H5cD",
|
||||
"node": {
|
||||
"base_classes": [
|
||||
"Data"
|
||||
|
|
@ -947,7 +951,7 @@
|
|||
},
|
||||
"dragging": false,
|
||||
"height": 475,
|
||||
"id": "SplitText-iHZQk",
|
||||
"id": "SplitText-6H5cD",
|
||||
"measured": {
|
||||
"height": 475,
|
||||
"width": 320
|
||||
|
|
@ -966,7 +970,7 @@
|
|||
},
|
||||
{
|
||||
"data": {
|
||||
"id": "note-B9a7p",
|
||||
"id": "note-rR7dl",
|
||||
"node": {
|
||||
"description": "## 🐕 2. Retriever Flow\n\nThis flow answers your questions with contextual data retrieved from your vector database.\n\nOpen the **Playground** and ask, \n\n```\nWhat is this document about?\n```\n",
|
||||
"display_name": "",
|
||||
|
|
@ -979,7 +983,7 @@
|
|||
},
|
||||
"dragging": false,
|
||||
"height": 324,
|
||||
"id": "note-B9a7p",
|
||||
"id": "note-rR7dl",
|
||||
"measured": {
|
||||
"height": 324,
|
||||
"width": 324
|
||||
|
|
@ -1003,7 +1007,7 @@
|
|||
},
|
||||
{
|
||||
"data": {
|
||||
"id": "note-zlGxX",
|
||||
"id": "note-zTYux",
|
||||
"node": {
|
||||
"description": "## 📖 README\n\nLoad your data into a vector database with the 📚 **Load Data** flow, and then use your data as chat context with the 🐕 **Retriever** flow.\n\n**🚨 Add your OpenAI API key as a global variable to easily add it to all of the OpenAI components in this flow.** \n\n**Quick start**\n1. Run the 📚 **Load Data** flow.\n2. Run the 🐕 **Retriever** flow.\n\n**Next steps** \n\n- Experiment by changing the prompt and the loaded data to see how the bot's responses change. \n\nFor more info, see the [Langflow docs](https://docs.langflow.org/starter-projects-vector-store-rag).",
|
||||
"display_name": "Read Me",
|
||||
|
|
@ -1015,11 +1019,11 @@
|
|||
"type": "note"
|
||||
},
|
||||
"dragging": false,
|
||||
"height": 324,
|
||||
"id": "note-zlGxX",
|
||||
"height": 556,
|
||||
"id": "note-zTYux",
|
||||
"measured": {
|
||||
"height": 324,
|
||||
"width": 324
|
||||
"height": 556,
|
||||
"width": 389
|
||||
},
|
||||
"position": {
|
||||
"x": 191.12162720143235,
|
||||
|
|
@ -1036,13 +1040,13 @@
|
|||
"width": 324
|
||||
},
|
||||
"type": "noteNode",
|
||||
"width": 324
|
||||
"width": 389
|
||||
},
|
||||
{
|
||||
"data": {
|
||||
"description": "Display a chat message in the Playground.",
|
||||
"display_name": "Chat Output",
|
||||
"id": "ChatOutput-mfQ3f",
|
||||
"id": "ChatOutput-ZaYDW",
|
||||
"node": {
|
||||
"base_classes": [
|
||||
"Message"
|
||||
|
|
@ -1325,7 +1329,7 @@
|
|||
},
|
||||
"dragging": false,
|
||||
"height": 234,
|
||||
"id": "ChatOutput-mfQ3f",
|
||||
"id": "ChatOutput-ZaYDW",
|
||||
"measured": {
|
||||
"height": 234,
|
||||
"width": 320
|
||||
|
|
@ -1344,7 +1348,7 @@
|
|||
},
|
||||
{
|
||||
"data": {
|
||||
"id": "OpenAIEmbeddings-LqNei",
|
||||
"id": "OpenAIEmbeddings-v0rcw",
|
||||
"node": {
|
||||
"base_classes": [
|
||||
"Embeddings"
|
||||
|
|
@ -1821,7 +1825,7 @@
|
|||
},
|
||||
"dragging": false,
|
||||
"height": 320,
|
||||
"id": "OpenAIEmbeddings-LqNei",
|
||||
"id": "OpenAIEmbeddings-v0rcw",
|
||||
"measured": {
|
||||
"height": 320,
|
||||
"width": 320
|
||||
|
|
@ -1840,9 +1844,9 @@
|
|||
},
|
||||
{
|
||||
"data": {
|
||||
"id": "note-qlZFl",
|
||||
"id": "note-i07aq",
|
||||
"node": {
|
||||
"description": "## 📚 1. Load Data Flow\n\nRun this first! Load data from a local file and embed it into the vector database.\n\nSelect a Database and a Collection, or create new ones. \n\nClick ▶️ **Run component** on the **Astra DB** component to load your data.\n\n* If you're using OSS Langflow, add your Astra DB Application Token to the Astra DB component.\n\n#### Next steps:\n Experiment by changing the prompt and the contextual data to see how the retrieval flow's responses change.",
|
||||
"description": "## 📚 1. Load Data Flow\n\nRun this first! Load data from a local file and embed it into the vector database.\n\nSelect a Database and a Collection, or create new ones. \n\nClick **Run component** on the **Astra DB** component to load your data.\n\n\n### Next steps:\n Experiment by changing the prompt and the contextual data to see how the retrieval flow's responses change.",
|
||||
"display_name": "",
|
||||
"documentation": "",
|
||||
"template": {
|
||||
|
|
@ -1852,15 +1856,15 @@
|
|||
"type": "note"
|
||||
},
|
||||
"dragging": false,
|
||||
"height": 324,
|
||||
"id": "note-qlZFl",
|
||||
"height": 460,
|
||||
"id": "note-i07aq",
|
||||
"measured": {
|
||||
"height": 324,
|
||||
"width": 324
|
||||
"height": 460,
|
||||
"width": 340
|
||||
},
|
||||
"position": {
|
||||
"x": 955.3277857006676,
|
||||
"y": 1552.171191793604
|
||||
"x": 913.9906853654297,
|
||||
"y": 1523.8879126168624
|
||||
},
|
||||
"positionAbsolute": {
|
||||
"x": 955.3277857006676,
|
||||
|
|
@ -1873,11 +1877,11 @@
|
|||
"width": 324
|
||||
},
|
||||
"type": "noteNode",
|
||||
"width": 324
|
||||
"width": 340
|
||||
},
|
||||
{
|
||||
"data": {
|
||||
"id": "OpenAIEmbeddings-EjaQd",
|
||||
"id": "OpenAIEmbeddings-oFtHy",
|
||||
"node": {
|
||||
"base_classes": [
|
||||
"Embeddings"
|
||||
|
|
@ -2354,7 +2358,7 @@
|
|||
},
|
||||
"dragging": false,
|
||||
"height": 320,
|
||||
"id": "OpenAIEmbeddings-EjaQd",
|
||||
"id": "OpenAIEmbeddings-oFtHy",
|
||||
"measured": {
|
||||
"height": 320,
|
||||
"width": 320
|
||||
|
|
@ -2373,7 +2377,7 @@
|
|||
},
|
||||
{
|
||||
"data": {
|
||||
"id": "note-p3NKF",
|
||||
"id": "note-YhXtV",
|
||||
"node": {
|
||||
"description": "### 💡 Add your OpenAI API key here 👇",
|
||||
"display_name": "",
|
||||
|
|
@ -2386,7 +2390,7 @@
|
|||
},
|
||||
"dragging": false,
|
||||
"height": 324,
|
||||
"id": "note-p3NKF",
|
||||
"id": "note-YhXtV",
|
||||
"measured": {
|
||||
"height": 324,
|
||||
"width": 324
|
||||
|
|
@ -2405,7 +2409,7 @@
|
|||
},
|
||||
{
|
||||
"data": {
|
||||
"id": "note-msH3w",
|
||||
"id": "note-AdydJ",
|
||||
"node": {
|
||||
"description": "### 💡 Add your OpenAI API key here 👇",
|
||||
"display_name": "",
|
||||
|
|
@ -2418,7 +2422,7 @@
|
|||
},
|
||||
"dragging": false,
|
||||
"height": 324,
|
||||
"id": "note-msH3w",
|
||||
"id": "note-AdydJ",
|
||||
"measured": {
|
||||
"height": 324,
|
||||
"width": 324
|
||||
|
|
@ -2437,7 +2441,7 @@
|
|||
},
|
||||
{
|
||||
"data": {
|
||||
"id": "note-5lklz",
|
||||
"id": "note-aBKhj",
|
||||
"node": {
|
||||
"description": "### 💡 Add your OpenAI API key here 👇",
|
||||
"display_name": "",
|
||||
|
|
@ -2450,7 +2454,7 @@
|
|||
},
|
||||
"dragging": false,
|
||||
"height": 324,
|
||||
"id": "note-5lklz",
|
||||
"id": "note-aBKhj",
|
||||
"measured": {
|
||||
"height": 324,
|
||||
"width": 324
|
||||
|
|
@ -2469,7 +2473,7 @@
|
|||
},
|
||||
{
|
||||
"data": {
|
||||
"id": "parser-ehrBO",
|
||||
"id": "parser-WUXPk",
|
||||
"node": {
|
||||
"base_classes": [
|
||||
"Message"
|
||||
|
|
@ -2631,9 +2635,9 @@
|
|||
"type": "parser"
|
||||
},
|
||||
"dragging": false,
|
||||
"id": "parser-ehrBO",
|
||||
"id": "parser-WUXPk",
|
||||
"measured": {
|
||||
"height": 360,
|
||||
"height": 361,
|
||||
"width": 320
|
||||
},
|
||||
"position": {
|
||||
|
|
@ -2645,7 +2649,7 @@
|
|||
},
|
||||
{
|
||||
"data": {
|
||||
"id": "AstraDB-qCu1f",
|
||||
"id": "AstraDB-JsRrT",
|
||||
"node": {
|
||||
"base_classes": [
|
||||
"Data",
|
||||
|
|
@ -2697,6 +2701,8 @@
|
|||
"group_outputs": false,
|
||||
"method": "search_documents",
|
||||
"name": "search_results",
|
||||
"options": null,
|
||||
"required_inputs": null,
|
||||
"selected": "Data",
|
||||
"tool_mode": true,
|
||||
"types": [
|
||||
|
|
@ -2711,6 +2717,8 @@
|
|||
"group_outputs": false,
|
||||
"method": "as_dataframe",
|
||||
"name": "dataframe",
|
||||
"options": null,
|
||||
"required_inputs": null,
|
||||
"selected": "DataFrame",
|
||||
"tool_mode": true,
|
||||
"types": [
|
||||
|
|
@ -2726,6 +2734,8 @@
|
|||
"hidden": true,
|
||||
"method": "as_vector_store",
|
||||
"name": "vectorstoreconnection",
|
||||
"options": null,
|
||||
"required_inputs": null,
|
||||
"selected": "VectorStore",
|
||||
"tool_mode": true,
|
||||
"types": [
|
||||
|
|
@ -2765,7 +2775,7 @@
|
|||
"info": "The API Endpoint for the Astra DB instance. Supercedes database selection.",
|
||||
"list": false,
|
||||
"list_add_label": "Add More",
|
||||
"load_from_db": true,
|
||||
"load_from_db": false,
|
||||
"name": "api_endpoint",
|
||||
"placeholder": "",
|
||||
"required": false,
|
||||
|
|
@ -2774,7 +2784,7 @@
|
|||
"tool_mode": false,
|
||||
"trace_as_metadata": true,
|
||||
"type": "str",
|
||||
"value": "ASTRA_DB_API_ENDPOINT"
|
||||
"value": ""
|
||||
},
|
||||
"astradb_vectorstore_kwargs": {
|
||||
"_input_type": "NestedDictInput",
|
||||
|
|
@ -3061,8 +3071,21 @@
|
|||
"dynamic": false,
|
||||
"info": "The Database name for the Astra DB instance.",
|
||||
"name": "database_name",
|
||||
"options": [],
|
||||
"options_metadata": [],
|
||||
"options": [
|
||||
"us-east-2"
|
||||
],
|
||||
"options_metadata": [
|
||||
{
|
||||
"api_endpoint": "https://5b8bb22c-4a38-4f0a-865c-a18ed7590bd1-us-east-2.apps.astra.datastax.com",
|
||||
"collections": 5,
|
||||
"keyspaces": [
|
||||
"default_keyspace",
|
||||
"samples_dataflow"
|
||||
],
|
||||
"org_id": "260f986d-e65c-4f05-94a3-7cebfcb867a3",
|
||||
"status": null
|
||||
}
|
||||
],
|
||||
"placeholder": "",
|
||||
"real_time_refresh": true,
|
||||
"refresh_button": true,
|
||||
|
|
@ -3393,9 +3416,9 @@
|
|||
"type": "AstraDB"
|
||||
},
|
||||
"dragging": false,
|
||||
"id": "AstraDB-qCu1f",
|
||||
"id": "AstraDB-JsRrT",
|
||||
"measured": {
|
||||
"height": 501,
|
||||
"height": 502,
|
||||
"width": 320
|
||||
},
|
||||
"position": {
|
||||
|
|
@ -3407,7 +3430,7 @@
|
|||
},
|
||||
{
|
||||
"data": {
|
||||
"id": "AstraDB-H2sZ0",
|
||||
"id": "AstraDB-W6NB4",
|
||||
"node": {
|
||||
"base_classes": [
|
||||
"Data",
|
||||
|
|
@ -3459,6 +3482,8 @@
|
|||
"group_outputs": false,
|
||||
"method": "search_documents",
|
||||
"name": "search_results",
|
||||
"options": null,
|
||||
"required_inputs": null,
|
||||
"selected": "Data",
|
||||
"tool_mode": true,
|
||||
"types": [
|
||||
|
|
@ -3473,6 +3498,8 @@
|
|||
"group_outputs": false,
|
||||
"method": "as_dataframe",
|
||||
"name": "dataframe",
|
||||
"options": null,
|
||||
"required_inputs": null,
|
||||
"selected": "DataFrame",
|
||||
"tool_mode": true,
|
||||
"types": [
|
||||
|
|
@ -3488,6 +3515,8 @@
|
|||
"hidden": true,
|
||||
"method": "as_vector_store",
|
||||
"name": "vectorstoreconnection",
|
||||
"options": null,
|
||||
"required_inputs": null,
|
||||
"selected": "VectorStore",
|
||||
"tool_mode": true,
|
||||
"types": [
|
||||
|
|
@ -3526,7 +3555,7 @@
|
|||
"info": "The API Endpoint for the Astra DB instance. Supercedes database selection.",
|
||||
"list": false,
|
||||
"list_add_label": "Add More",
|
||||
"load_from_db": true,
|
||||
"load_from_db": false,
|
||||
"name": "api_endpoint",
|
||||
"placeholder": "",
|
||||
"required": false,
|
||||
|
|
@ -3535,7 +3564,7 @@
|
|||
"tool_mode": false,
|
||||
"trace_as_metadata": true,
|
||||
"type": "str",
|
||||
"value": "ASTRA_DB_API_ENDPOINT"
|
||||
"value": ""
|
||||
},
|
||||
"astradb_vectorstore_kwargs": {
|
||||
"_input_type": "NestedDictInput",
|
||||
|
|
@ -3822,8 +3851,21 @@
|
|||
"dynamic": false,
|
||||
"info": "The Database name for the Astra DB instance.",
|
||||
"name": "database_name",
|
||||
"options": [],
|
||||
"options_metadata": [],
|
||||
"options": [
|
||||
"us-east-2"
|
||||
],
|
||||
"options_metadata": [
|
||||
{
|
||||
"api_endpoint": "https://5b8bb22c-4a38-4f0a-865c-a18ed7590bd1-us-east-2.apps.astra.datastax.com",
|
||||
"collections": 5,
|
||||
"keyspaces": [
|
||||
"default_keyspace",
|
||||
"samples_dataflow"
|
||||
],
|
||||
"org_id": "260f986d-e65c-4f05-94a3-7cebfcb867a3",
|
||||
"status": null
|
||||
}
|
||||
],
|
||||
"placeholder": "",
|
||||
"real_time_refresh": true,
|
||||
"refresh_button": true,
|
||||
|
|
@ -4149,13 +4191,14 @@
|
|||
},
|
||||
"tool_mode": false
|
||||
},
|
||||
"selected_output": "search_results",
|
||||
"showNode": true,
|
||||
"type": "AstraDB"
|
||||
},
|
||||
"dragging": false,
|
||||
"id": "AstraDB-H2sZ0",
|
||||
"id": "AstraDB-W6NB4",
|
||||
"measured": {
|
||||
"height": 501,
|
||||
"height": 502,
|
||||
"width": 320
|
||||
},
|
||||
"position": {
|
||||
|
|
@ -4167,7 +4210,7 @@
|
|||
},
|
||||
{
|
||||
"data": {
|
||||
"id": "File-J8GVA",
|
||||
"id": "File-vusZ2",
|
||||
"node": {
|
||||
"base_classes": [
|
||||
"Message"
|
||||
|
|
@ -4204,6 +4247,8 @@
|
|||
"group_outputs": false,
|
||||
"method": "load_files_message",
|
||||
"name": "message",
|
||||
"options": null,
|
||||
"required_inputs": null,
|
||||
"selected": "Message",
|
||||
"tool_mode": true,
|
||||
"types": [
|
||||
|
|
@ -4433,9 +4478,9 @@
|
|||
"type": "File"
|
||||
},
|
||||
"dragging": false,
|
||||
"id": "File-J8GVA",
|
||||
"id": "File-vusZ2",
|
||||
"measured": {
|
||||
"height": 229,
|
||||
"height": 230,
|
||||
"width": 320
|
||||
},
|
||||
"position": {
|
||||
|
|
@ -4447,7 +4492,7 @@
|
|||
},
|
||||
{
|
||||
"data": {
|
||||
"id": "LanguageModelComponent-cmjdt",
|
||||
"id": "LanguageModelComponent-1uhUK",
|
||||
"node": {
|
||||
"base_classes": [
|
||||
"LanguageModel",
|
||||
|
|
@ -4721,13 +4766,14 @@
|
|||
},
|
||||
"tool_mode": false
|
||||
},
|
||||
"selected_output": "text_output",
|
||||
"showNode": true,
|
||||
"type": "LanguageModelComponent"
|
||||
},
|
||||
"dragging": false,
|
||||
"id": "LanguageModelComponent-cmjdt",
|
||||
"id": "LanguageModelComponent-1uhUK",
|
||||
"measured": {
|
||||
"height": 450,
|
||||
"height": 451,
|
||||
"width": 320
|
||||
},
|
||||
"position": {
|
||||
|
|
@ -4739,14 +4785,14 @@
|
|||
}
|
||||
],
|
||||
"viewport": {
|
||||
"x": -15.798686238525761,
|
||||
"y": -165.1033705691603,
|
||||
"zoom": 0.4569209426006492
|
||||
"x": -22.84629031494228,
|
||||
"y": -151.44728538879235,
|
||||
"zoom": 0.45963552948592706
|
||||
}
|
||||
},
|
||||
"description": "Load your data for chat context with Retrieval Augmented Generation.",
|
||||
"endpoint_name": null,
|
||||
"id": "769ebe18-11b2-4cb3-96a3-eef00d86578e",
|
||||
"id": "b65cafc6-9f8e-4137-ad2b-4c663822f512",
|
||||
"is_component": false,
|
||||
"last_tested_version": "1.4.3",
|
||||
"name": "Vector Store RAG",
|
||||
|
|
|
|||
Loading…
Add table
Add a link
Reference in a new issue